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In
vector calculus Vector calculus, or vector analysis, is concerned with differentiation and integration of vector fields, primarily in 3-dimensional Euclidean space \mathbb^3. The term "vector calculus" is sometimes used as a synonym for the broader subjec ...
, a conservative vector field is a vector field that is the
gradient In vector calculus, the gradient of a scalar-valued differentiable function of several variables is the vector field (or vector-valued function) \nabla f whose value at a point p is the "direction and rate of fastest increase". If the gr ...
of some function. A conservative vector field has the property that its
line integral In mathematics, a line integral is an integral where the function to be integrated is evaluated along a curve. The terms ''path integral'', ''curve integral'', and ''curvilinear integral'' are also used; '' contour integral'' is used as well, ...
is path independent; the choice of any path between two points does not change the value of the line integral. Path independence of the line integral is equivalent to the vector field under the line integral being conservative. A conservative vector field is also irrotational; in three dimensions, this means that it has vanishing
curl cURL (pronounced like "curl", UK: , US: ) is a computer software project providing a library (libcurl) and command-line tool (curl) for transferring data using various network protocols. The name stands for "Client URL". History cURL was ...
. An irrotational vector field is necessarily conservative provided that the domain is
simply connected In topology, a topological space is called simply connected (or 1-connected, or 1-simply connected) if it is path-connected and every path between two points can be continuously transformed (intuitively for embedded spaces, staying within the spa ...
. Conservative vector fields appear naturally in
mechanics Mechanics (from Ancient Greek: μηχανική, ''mēkhanikḗ'', "of machines") is the area of mathematics and physics concerned with the relationships between force, matter, and motion among physical objects. Forces applied to objec ...
: They are vector fields representing
force In physics, a force is an influence that can change the motion of an object. A force can cause an object with mass to change its velocity (e.g. moving from a state of rest), i.e., to accelerate. Force can also be described intuitively as a ...
s of
physical system A physical system is a collection of physical objects. In physics, it is a portion of the physical universe chosen for analysis. Everything outside the system is known as the environment. The environment is ignored except for its effects on the ...
s in which
energy In physics, energy (from Ancient Greek: ἐνέργεια, ''enérgeia'', “activity”) is the quantitative property that is transferred to a body or to a physical system, recognizable in the performance of work and in the form of ...
is conserved. For a conservative system, the
work Work may refer to: * Work (human activity), intentional activity people perform to support themselves, others, or the community ** Manual labour, physical work done by humans ** House work, housework, or homemaking ** Working animal, an animal t ...
done in moving along a path in a configuration space depends on only the endpoints of the path, so it is possible to define
potential energy In physics, potential energy is the energy held by an object because of its position relative to other objects, stresses within itself, its electric charge, or other factors. Common types of potential energy include the gravitational potenti ...
that is independent of the actual path taken.


Informal treatment

In a two- and three-dimensional space, there is an ambiguity in taking an integral between two points as there are infinitely many paths between the two points—apart from the straight line formed between the two points, one could choose a curved path of greater length as shown in the figure. Therefore, in general, the value of the integral depends on the path taken. However, in the special case of a conservative vector field, the value of the integral is independent of the path taken, which can be thought of as a large-scale cancellation of all elements d that don't have a component along the straight line between the two points. To visualize this, imagine two people climbing a cliff; one decides to scale the cliff by going vertically up it, and the second decides to walk along a winding path that is longer in length than the height of the cliff, but at only a small angle to the horizontal. Although the two hikers have taken different routes to get up to the top of the cliff, at the top, they will have both gained the same amount of gravitational potential energy. This is because a gravitational field is conservative.


Intuitive explanation

M. C. Escher's lithograph print '' Ascending and Descending'' illustrates a non-conservative vector field, impossibly made to appear to be the gradient of the varying height above ground as one moves along the staircase. It is ''rotational'' in that one can keep getting higher or keep getting lower while going around in circles. It is non-conservative in that one can return to one's starting point while ascending more than one descends or vice versa. On a real staircase, the height above the ground is a scalar potential field: If one returns to the same place, one goes upward exactly as much as one goes downward. Its gradient would be a conservative vector field and is irrotational. The situation depicted in the print is impossible.


Definition

A vector field \mathbf: U \to \R^n, where U is an open subset of \R^n, is said to be conservative if and only if there exists a C^1 (
continuously differentiable In mathematics, a differentiable function of one real variable is a function whose derivative exists at each point in its domain. In other words, the graph of a differentiable function has a non- vertical tangent line at each interior point in ...
)
scalar field In mathematics and physics, a scalar field is a function associating a single number to every point in a space – possibly physical space. The scalar may either be a pure mathematical number ( dimensionless) or a scalar physical quantity ...
\varphiFor \mathbf = \nabla \varphi to be path-independent, \varphi is not necessarily continuously differentiable, the condition of being differentiable is enough, since the
Gradient theorem The gradient theorem, also known as the fundamental theorem of calculus for line integrals, says that a line integral through a gradient field can be evaluated by evaluating the original scalar field at the endpoints of the curve. The theorem is ...
, that proves the path independence of \nabla \varphi, does not require \varphi to be continuously differentiable. There must be a reason for the definition of conservative vector fields to require \varphi to be
continuously differentiable In mathematics, a differentiable function of one real variable is a function whose derivative exists at each point in its domain. In other words, the graph of a differentiable function has a non- vertical tangent line at each interior point in ...
.
on U such that \mathbf = \nabla \varphi. Here, \nabla \varphi denotes the
gradient In vector calculus, the gradient of a scalar-valued differentiable function of several variables is the vector field (or vector-valued function) \nabla f whose value at a point p is the "direction and rate of fastest increase". If the gr ...
of \varphi. Since \varphi is continuously differentiable, \mathbf is continuous. When the equation above holds, \varphi is called a
scalar potential In mathematical physics, scalar potential, simply stated, describes the situation where the difference in the potential energies of an object in two different positions depends only on the positions, not upon the path taken by the object in trav ...
for \mathbf. The
fundamental theorem of vector calculus In physics and mathematics, in the area of vector calculus, Helmholtz's theorem, also known as the fundamental theorem of vector calculus, states that any sufficiently smooth, rapidly decaying vector field in three dimensions can be resolved int ...
states that any vector field can be expressed as the sum of a conservative vector field and a
solenoidal field In vector calculus a solenoidal vector field (also known as an incompressible vector field, a divergence-free vector field, or a transverse vector field) is a vector field v with divergence zero at all points in the field: \nabla \cdot \mathb ...
.


Path independence and conservative vector field


Path independence

A line integral of a vector field \mathbf is said to be path-independent if it depends on only two integral path endpoints regardless of which path between them is chosen: \int_ \mathbf \cdot d \mathbf = \int_ \mathbf \cdot d \mathbf for any pair of integral paths P_1 and P_2 between a given pair of path endpoints in U. The path independence is also equivalently expressed as \int_ \mathbf \cdot d \mathbf = 0 for any piecewise smooth closed path P_c in U where the two endpoints are coincident. Two expressions are equivalent since any closed path P_c can be made by two path; P_1 from an endpoint A to another endpoint B, and P_2 from B to A, so \int_ \mathbf \cdot d \mathbf = \int_ \mathbf \cdot d \mathbf + \int_ \mathbf \cdot d \mathbf = \int_ \mathbf \cdot d \mathbf - \int_ \mathbf \cdot d \mathbf = 0 where -P_2 is the reverse of P_2 and the last equality holds due to the path independence \int_ \mathbf \cdot d \mathbf = \int_ \mathbf \cdot d \mathbf.


Conservative vector field

A key property of a conservative vector field \mathbf is that its integral along a path depends on only the endpoints of that path, not the particular route taken. In other words, ''if it is a conservative vector field, then its line integral is path-independent.'' Suppose that \mathbf = \nabla \varphi for some C^1 (
continuously differentiable In mathematics, a differentiable function of one real variable is a function whose derivative exists at each point in its domain. In other words, the graph of a differentiable function has a non- vertical tangent line at each interior point in ...
) scalar field \varphi over U as an open subset of \R^n (so \mathbf is a conservative vector field that is continuous) and P is a differentiable path (i.e., it can be parameterized by a
differentiable function In mathematics, a differentiable function of one real variable is a function whose derivative exists at each point in its domain. In other words, the graph of a differentiable function has a non- vertical tangent line at each interior point in ...
) in U with an initial point A and a terminal point B. Then the
gradient theorem The gradient theorem, also known as the fundamental theorem of calculus for line integrals, says that a line integral through a gradient field can be evaluated by evaluating the original scalar field at the endpoints of the curve. The theorem is ...
(also called ''fundamental theorem of calculus for line integrals'') states that \int_ \mathbf \cdot d = \varphi(B) - \varphi(A). This holds as a consequence of the definition of a line integral, the
chain rule In calculus, the chain rule is a formula that expresses the derivative of the composition of two differentiable functions and in terms of the derivatives of and . More precisely, if h=f\circ g is the function such that h(x)=f(g(x)) for every , ...
, and the second fundamental theorem of calculus. \mathbf \cdot d\mathbf = \nabla \cdot d\mathbf in the line integral is an exact differential for an orthogonal coordinate system (e.g., Cartesian,
cylindrical A cylinder (from ) has traditionally been a three-dimensional solid, one of the most basic of curvilinear geometric shapes. In elementary geometry, it is considered a prism with a circle as its base. A cylinder may also be defined as an in ...
, or
spherical coordinates In mathematics, a spherical coordinate system is a coordinate system for three-dimensional space where the position of a point is specified by three numbers: the ''radial distance'' of that point from a fixed origin, its ''polar angle'' meas ...
). Since the gradient theorem is applicable for a differentiable path, the path independence of a conservative vector field over piecewise-differential curves is also proved by the proof per differentiable curve component. So far it has been proven that a conservative vector field \mathbf is line integral path-independent. Conversely, ''if a continuous vector field \mathbf is (line integral) path-independent, then it is a conservative vector field'', so the following biconditional statement holds: The proof of this converse statement is the following. \mathbf is a continuous vector field which line integral is path-independent. Then, let's make a function \varphi defined as \varphi(x,y) = \int_^ \mathbf \cdot d over an arbitrary path between a chosen starting point (a,b) and an arbitrary point (x,y). Since it is path-independent, it depends on only (a,b) and (x,y) regardless of which path between these points is chosen. Let's choose the path shown in the left of the right figure where a 2-dimensional
Cartesian coordinate system A Cartesian coordinate system (, ) in a plane is a coordinate system that specifies each point uniquely by a pair of numerical coordinates, which are the signed distances to the point from two fixed perpendicular oriented lines, measured in ...
is used. The second segment of this path is parallel to the x axis so there is no change along the y axis. The line integral along this path is \int_^ \mathbf \cdot d = \int_^ \mathbf \cdot d + \int_^ \mathbf \cdot d. By the path independence, its partial derivative with respect to x (for \varphi to have partial derivatives, \mathbf needs to be continuous.) is \frac = \frac \int_^ \mathbf \cdot d = \frac \int_^ \mathbf \cdot d + \frac \int_^ \mathbf \cdot d = 0 + \frac \int_^ \mathbf \cdot d since x_1 and x are independent to each other. Let's express \mathbf as = P(x,y) \mathbf + Q(x,y) \mathbf where \mathbf and \mathbf are unit vectors along the x and y axes respectively, then, since d \mathbf = dx \mathbf + dy \mathbf, \frac \varphi (x,y) = \frac \int_^ \mathbf \cdot d\mathbf = \frac \int_^ P(t,y) dt = P(x,y) where the last equality is from the second fundamental theorem of calculus. A similar approach for the line integral path shown in the right of the right figure results in \frac \varphi (x,y) = Q(x,y) so \mathbf = P(x,y) \mathbf+ Q(x,y) \mathbf = \frac \mathbf + \frac \mathbf = \nabla \varphi is proved for the 2-dimensional
Cartesian coordinate system A Cartesian coordinate system (, ) in a plane is a coordinate system that specifies each point uniquely by a pair of numerical coordinates, which are the signed distances to the point from two fixed perpendicular oriented lines, measured in ...
. This proof method can be straightforwardly expanded to a higher dimensional orthogonal coordinate system (e.g., a 3-dimensional
spherical coordinate system In mathematics, a spherical coordinate system is a coordinate system for three-dimensional space where the position of a point is specified by three numbers: the ''radial distance'' of that point from a fixed origin, its ''polar angle'' measu ...
) so the converse statement is proved. Another proof is found
here Here is an adverb that means "in, on, or at this place". It may also refer to: Software * Here Technologies, a mapping company * Here WeGo (formerly Here Maps), a mobile app and map website by Here Television * Here TV (formerly "here!"), a ...
as the converse of the gradient theorem.


Irrotational vector fields

Let n = 3 (3-dimensional space), and let \mathbf: U \to \R^3 be a C^1 (
continuously differentiable In mathematics, a differentiable function of one real variable is a function whose derivative exists at each point in its domain. In other words, the graph of a differentiable function has a non- vertical tangent line at each interior point in ...
) vector field, with an open subset U of \R^n. Then \mathbf is called irrotational if and only if its
curl cURL (pronounced like "curl", UK: , US: ) is a computer software project providing a library (libcurl) and command-line tool (curl) for transferring data using various network protocols. The name stands for "Client URL". History cURL was ...
is \mathbf everywhere in U, i.e., if \nabla \times \mathbf \equiv \mathbf. For this reason, such vector fields are sometimes referred to as curl-free vector fields or curl-less vector fields. They are also referred to as longitudinal vector fields. It is an identity of vector calculus that for any C^2 ( continuously differentiable up to the 2nd derivative) scalar field \varphi on U, we have \nabla \times (\nabla \varphi) \equiv \mathbf. Therefore, ''every C^1 conservative vector field in U is also an irrotational vector field in U''. This result can be easily proved by expressing \nabla \times (\nabla \varphi) in a
Cartesian coordinate system A Cartesian coordinate system (, ) in a plane is a coordinate system that specifies each point uniquely by a pair of numerical coordinates, which are the signed distances to the point from two fixed perpendicular oriented lines, measured in ...
with Schwarz's theorem (also called Clairaut's theorem on equality of mixed partials). Provided that U is a simply connected open space (roughly speaking, a single piece open space without a hole within it), the converse of this is also true: ''Every irrotational vector field in a simply connected open space U is a C^1 conservative vector field in U''. The above statement is ''not'' true in general if U is not simply connected. Let U be \R^3 with removing all coordinates on the z-axis (so not a simply connected space), i.e., U = \R^3 \setminus \. Now, define a vector field \mathbf on U by \mathbf(x,y,z) ~ \stackrel ~ \left( - \frac,\frac,0 \right). Then \mathbf has zero curl everywhere in U (\nabla \times \mathbf \equiv \mathbf at everywhere in U), i.e., \mathbf is irrotational. However, the circulation of \mathbf around the unit circle in the xy-plane is 2 \pi; in
polar coordinates In mathematics, the polar coordinate system is a two-dimensional coordinate system in which each point on a plane is determined by a distance from a reference point and an angle from a reference direction. The reference point (analogous to th ...
, \mathbf = \mathbf_ / r, so the integral over the unit circle is \oint_ \mathbf \cdot \mathbf_ ~ d = 2 \pi. Therefore, \mathbf does not have the path-independence property discussed above so is not conservative even if \nabla \times \mathbf \equiv \mathbf since U where \mathbf is defined is not a simply connected open space. Say again, in a simply connected open region, an irrotational vector field \mathbf has the path-independence property (so \mathbf as conservative). This can be proved directly by using
Stokes' theorem Stokes's theorem, also known as the Kelvin–Stokes theorem Nagayoshi Iwahori, et al.:"Bi-Bun-Seki-Bun-Gaku" Sho-Ka-Bou(jp) 1983/12Written in Japanese)Atsuo Fujimoto;"Vector-Kai-Seki Gendai su-gaku rekucha zu. C(1)" :ja:培風館, Bai-Fu-Kan( ...
,\oint _ \mathbf \cdot d \mathbf = \iint _(\nabla \times \mathbf)\cdot d \mathbf = 0for any smooth oriented surface A which boundary is a simple closed path P_c. So, it is concluded that ''In a simply connected open region, any'' C^1 ''vector field that has the path-independence property (so it is a conservative vector field.) must also be irrotational and vise versa.''


Abstraction

More abstractly, in the presence of a Riemannian metric, vector fields correspond to differential . The conservative vector fields correspond to the exact , that is, to the forms which are the
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
d\phi of a function (scalar field) \phi on U. The irrotational vector fields correspond to the
closed Closed may refer to: Mathematics * Closure (mathematics), a set, along with operations, for which applying those operations on members always results in a member of the set * Closed set, a set which contains all its limit points * Closed interval, ...
, that is, to the \omega such that d\omega = 0. As any exact form is closed, so any conservative vector field is irrotational. Conversely, all closed are exact if U is
simply connected In topology, a topological space is called simply connected (or 1-connected, or 1-simply connected) if it is path-connected and every path between two points can be continuously transformed (intuitively for embedded spaces, staying within the spa ...
.


Vorticity

The vorticity \boldsymbol of a vector field can be defined by: \boldsymbol ~ \stackrel ~ \nabla \times \mathbf. The vorticity of an irrotational field is zero everywhere., pp. 194–196. Kelvin's circulation theorem states that a fluid that is irrotational in an
inviscid flow In fluid dynamics, inviscid flow is the flow of an inviscid (zero-viscosity) fluid, also known as a superfluid. The Reynolds number of inviscid flow approaches infinity as the viscosity approaches zero. When viscous forces are neglected, suc ...
will remain irrotational. This result can be derived from the vorticity transport equation, obtained by taking the curl of the Navier-Stokes Equations. For a two-dimensional field, the vorticity acts as a measure of the ''local'' rotation of fluid elements. Note that the vorticity does ''not'' imply anything about the global behavior of a fluid. It is possible for a fluid to travel in a straight line to have vorticity, and it is possible for a fluid that moves in a circle to be irrotational.


Conservative forces

If the vector field associated to a force \mathbf is conservative, then the force is said to be a
conservative force In physics, a conservative force is a force with the property that the total work done in moving a particle between two points is independent of the path taken. Equivalently, if a particle travels in a closed loop, the total work done (the sum ...
. The most prominent examples of conservative forces are a gravitational force and an electric force associated to an electrostatic field. According to Newton's law of gravitation, a
gravitational force In physics, gravity () is a fundamental interaction which causes mutual attraction between all things with mass or energy. Gravity is, by far, the weakest of the four fundamental interactions, approximately 1038 times weaker than the strong ...
\mathbf_ acting on a mass m due to a mass M located at a distance r from m, obeys the equation \mathbf_ = - \frac \hat, where G is the
gravitational constant The gravitational constant (also known as the universal gravitational constant, the Newtonian constant of gravitation, or the Cavendish gravitational constant), denoted by the capital letter , is an empirical physical constant involved in ...
and \hat is a ''unit'' vector pointing from M toward m. The force of gravity is conservative because \mathbf_ = - \nabla \Phi_, where \Phi_ ~ \stackrel - \frac is the
gravitational potential energy Gravitational energy or gravitational potential energy is the potential energy a massive object has in relation to another massive object due to gravity. It is the potential energy associated with the gravitational field, which is released (conver ...
. In other words, the gravitation field \frac associated with the gravitational force \mathbf_ is the
gradient In vector calculus, the gradient of a scalar-valued differentiable function of several variables is the vector field (or vector-valued function) \nabla f whose value at a point p is the "direction and rate of fastest increase". If the gr ...
of the gravitation potential \frac associated with the gravitational potential energy \Phi_. It can be shown that any vector field of the form \mathbf=F(r) \hat is conservative, provided that F(r) is integrable. For
conservative force In physics, a conservative force is a force with the property that the total work done in moving a particle between two points is independent of the path taken. Equivalently, if a particle travels in a closed loop, the total work done (the sum ...
s, ''path independence'' can be interpreted to mean that the
work done In physics, work is the energy transferred to or from an object via the application of force along a displacement. In its simplest form, for a constant force aligned with the direction of motion, the work equals the product of the force stren ...
in going from a point A to a point B is independent of the moving path chosen (dependent on only the points A and B), and that the work W done in going around a simple closed loop C is 0: W = \oint_ \mathbf \cdot d = 0. The total
energy In physics, energy (from Ancient Greek: ἐνέργεια, ''enérgeia'', “activity”) is the quantitative property that is transferred to a body or to a physical system, recognizable in the performance of work and in the form of ...
of a particle moving under the influence of conservative forces is conserved, in the sense that a loss of potential energy is converted to the equal quantity of kinetic energy, or vice versa.


See also

* Beltrami vector field *
Conservative force In physics, a conservative force is a force with the property that the total work done in moving a particle between two points is independent of the path taken. Equivalently, if a particle travels in a closed loop, the total work done (the sum ...
* Conservative system * Complex lamellar vector field * Helmholtz decomposition * Laplacian vector field * Longitudinal and transverse vector fields * Solenoidal vector field


References


Further reading

* {{cite book , first= D. J. , last= Acheson , title= Elementary Fluid Dynamics , publisher= Oxford University Press , date= 1990 , isbn= 0198596790 Vector calculus Force